Title :
Performance limitations of discrete-time systems in tracking sinusoidal signals
Author :
Su, Weizhou ; Qiu, Li ; Chen, Jie
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Abstract :
This paper studies the performance limitation of an LTI multivariable discrete-time system in tracking a reference signal which is a linear combination of a step signal and several sinusoids with different frequencies. It attempts to extend some recent results for continuous-time systems on the same issue. The tracking performance is measured by the energy of the error between the output of the plant and the reference signal. Our purpose is to find the fundamental limitation for the attainable tracking performance, under any control structure and parameters, in terms of the characteristics and structural parameters of the given plant as well as the reference signal under consideration. It is shown that this fundamental limitation depends on the interaction between the reference signal and the non-minimum phase zeros of the plant and their frequency dependent directional information.
Keywords :
discrete time systems; linear systems; multivariable systems; signal detection; step response; tracking; continuous time systems; discrete time systems; factorization; frequency dependent directional information; linear combination; linear time invariant system; multivariable systems; nonminimum phase zeros; performance limitations; plant output; reference signal; signal tracking; sinusoidal signals; step signal; structural parameters; tracking performance; Adaptive control; Control systems; Councils; Delay; Energy measurement; Error correction; Frequency dependence; Optimal control; Signal generators; Tracking loops;
Conference_Titel :
American Control Conference, 2003. Proceedings of the 2003
Print_ISBN :
0-7803-7896-2
DOI :
10.1109/ACC.2003.1239039